Use of Mel Frequency Cepstral Coefficients for Automatic Pathology Detection on Sustained Vowel Phonations: Mathematical and Statistical Justification

Fraile Muñoz, Rubén and Sáenz Lechón, Nicolas and Godino Llorente, Juan Ignacio and Osma Ruiz, Víctor and Gómez Vilda, Pedro (2008). Use of Mel Frequency Cepstral Coefficients for Automatic Pathology Detection on Sustained Vowel Phonations: Mathematical and Statistical Justification. In: "4th International Symposium on Image/Video Communications over Fixed and Mobile Networks, ISIVC08", 09/07/2008-11/07/2008, Bilbao, España.. ISBN 978-84-9830-164-9.

Description

Title: Use of Mel Frequency Cepstral Coefficients for Automatic Pathology Detection on Sustained Vowel Phonations: Mathematical and Statistical Justification
Author/s:
  • Fraile Muñoz, Rubén
  • Sáenz Lechón, Nicolas
  • Godino Llorente, Juan Ignacio
  • Osma Ruiz, Víctor
  • Gómez Vilda, Pedro
Item Type: Presentation at Congress or Conference (Article)
Event Title: 4th International Symposium on Image/Video Communications over Fixed and Mobile Networks, ISIVC08
Event Dates: 09/07/2008-11/07/2008
Event Location: Bilbao, España.
Title of Book: Proceedings of the 4th International Symposium on Image/Video Communications over Fixed and Mobile Networks, ISIVC08
Date: 2008
ISBN: 978-84-9830-164-9
Subjects:
Faculty: E.U.I.T. Telecomunicación (UPM)
Department: Ingeniería de Circuitos y Sistemas [hasta 2014]
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

This paper presents a justification for the use of MFCC parameters in automatic pathology detection on speech. While such an application has produced good results up to now, only partial explanations to this good performance had been given before. The herein exposed explanation consists of an interpretation of the mathematical transformations involved in MFCC calculation and a statistical analysis that confirms the conclusions drawn from the theoretical reasoning.

More information

Item ID: 4669
DC Identifier: http://oa.upm.es/4669/
OAI Identifier: oai:oa.upm.es:4669
Official URL: http://www.isivc.org/isivc2008/index.html
Deposited by: Memoria Investigacion
Deposited on: 26 Oct 2010 09:17
Last Modified: 20 Apr 2016 13:47
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